Real time fraud detection with AlloyDB AI

This video demonstrates how AlloyDB AI powers real-time fraud detection for financial institutions using vector embeddings and Gemini AI. Paul Ramsey shows how to generate millions of embeddings with ai.initialize_embeddings(), use ScaNN indexing for scalable vector search, and leverage the ai.if() function to reduce false positives by integrating natural language reasoning directly in the database. Ideal for database engineers and developers building AI-enhanced security applications on Google Cloud.